DeepSeek V4.1 Flash (Non-reasoning) vs OLMo 2 7B

DeepSeek V4.1 Flash (Non-reasoning) vs OLMo 2 7B. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricDeepSeek V4.1 Flash (Non-reasoning)OLMo 2 7BDifference
Intelligence (higher is better)24.75.6−77.3% OLMo 2 7B is 77.3% less intelligent
Total AA cost (lower is better)$238.91Not reported— not comparable
End-to-end time (lower is better)2.66sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $1.20—
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-1-flash-non-reasoning/olmo-2-7b · Markdown: /api/v1/compare/deepseek-v4-1-flash-non-reasoning/olmo-2-7b?format=md · llms.txt · agent skill